ModelTC/LightLLM

Model Serving

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

GitHub →

6.5

GitHub Metrics

Stars

4.1k

Forks

335

Open Issues

142

Watchers

Contributors

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Jun 26, 2026

Created

Jul 22, 2023

Latest Release

v1.1.0

Release Date

Sep 3, 2025

Synced: Jun 29, 2026

Quality Scores

Documentation Qualityw: 20%

5.5

No dedicated docs site. Description: 168 chars. Stars signal: 4,141. Contributors: 44. Score: 5.5/10

Community Healthw: 20%

6.5

Stars: 4,141. Contributors: 44. Watchers: 34. Forks: 335. Issue ratio: 3.4%. Score: 6.5/10

Maintenance Velocityw: 15%

5.8

Last commit: 2d ago. Weekly commits: 0. Latest release: v1.1.0. Maturity bonus: 2.9y old. Score: 5.8/10

API Design & DXw: 20%

6.7

Stars/issues ratio: 29. Dynamic language: Python. No dedicated API docs. Permissive license: Apache-2.0. Popularity signal: 4,141 stars. Score: 6.7/10

Production Readinessw: 15%

7.3

Battle-tested: 4,141 stars. Peer review: 44 contributors. Versioned: v1.1.0. Licensed: Apache-2.0. Age: 2.9 years. Maintenance: last commit 2d ago. Score: 7.3/10

Ecosystem Integrationw: 10%

7.8

Fork interest: 335. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 4,141 stars. Score: 7.8/10